{"id":13301,"date":"2026-03-16T08:23:51","date_gmt":"2026-03-16T08:23:51","guid":{"rendered":"https:\/\/www.novotek.com\/dk\/?post_type=insights&#038;p=13301"},"modified":"2026-03-31T07:41:17","modified_gmt":"2026-03-31T07:41:17","slug":"100x-problemet-hvorfor-ai-agenter-redefinerer-din-fabriks-datainfrastruktur","status":"publish","type":"insights","link":"https:\/\/www.novotek.com\/dk\/insight\/100x-problemet-hvorfor-ai-agenter-redefinerer-din-fabriks-datainfrastruktur\/","title":{"rendered":"100x\u2011problemet: Hvorfor AI agenter redefinerer din fabriks datainfrastruktur"},"content":{"rendered":"<div class=\"container-md columns  \">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\"><div class=\"container-md image  \">\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"300\" height=\"258\" src=\"https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/John-Harrington.png\" alt=\"john harrington highbyte CPO\" class=\"wp-image-13302\" srcset=\"https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/John-Harrington.png 300w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/John-Harrington-86x74.png 86w\" sizes=\"auto, (max-width: 300px) 100vw, 300px\" \/><\/figure>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\"><div class=\"container-md spacer  \">\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><strong>Denne artikel er skrevet af John Harrington<br><\/strong><em>Chief Product Officer hos HighByte<\/em><\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>John Harrington er Chief Product Officer hos HighByte og fokuserer p\u00e5 at definere virksomhedens forretnings- og produktstrategi. Hans ansvarsomr\u00e5der omfatter product management, customer success, partner success og go\u2011to\u2011market\u2011strategi.<\/p>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Da John for nylig deltog i podcasten <em>Industrial AI<\/em>, blev han introduceret som Chief Product Officer hos HighByte, hvor han arbejder med at definere virksomhedens forretnings\u2011 og produktstrategi. Hans ansvarsomr\u00e5der omfatter product management, customer success, partner success og go\u2011to\u2011market\u2011strategi.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><a href=\"https:\/\/aipod.de\/bridging-the-gap-between-factory-data-and-agents\/\" id=\"https:\/\/aipod.de\/bridging-the-gap-between-factory-data-and-agents\/\"><strong>Klik her for at h\u00f8re afsnittet <em>&#8220;Bridging the gap between factory data and agents&#8221;<\/em> med John Harrington fra podcasten Industrial AI.<\/strong><\/a><\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>I Industry 3.0 var det typisk 1 til 5 systemer, der forbrugte data fra shop floor, s\u00e5som SCADA, MES og historians. Industry 4.0 og introduktionen af Cloud \u00f8gede det til 10 til 50 systemer, inkl. datalakes, analyseplatforme, ERP\u2011integrationer, IoT\u2011tjenester og meget mere.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Med fremkomsten af agentisk AI forventer John en <strong>100x stigning i edge\u2011baserede datakonsumenter<\/strong>.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Tusindvis af autonome AI\u2011agenter vil blive implementeret, hver med behov for specifikke, kontekstualiserede data leveret i realtid.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Dette er ikke en teoretisk \u00f8velse, det er et skaleringsproblem. Og det er et problem, som de eksisterende dataarkitekturer, de fleste producenter bruger i dag, aldrig er designet til at l\u00f8se.<\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Hvorfor AI agenter p\u00e5virker arkitektur diskussionerne<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>For at forst\u00e5, hvorfor s\u00e5 mange agenter er n\u00f8dvendige, skal man se p\u00e5, hvordan AI\u2011agenter fungerer i praksis. I mods\u00e6tning til et dashboard, der henter et foruddefineret datas\u00e6t efter en tidsplan, er agenter m\u00e5lrettede og h\u00f8jt specialiserede.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>For \u00e9n enkelt arbejdsstation kan man eksempelvis bruge:<\/p>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li>en kvalitetsagent<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>en vedligeholdsagent<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>en planl\u00e6gningsagent<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>en supply chain\u2011agent<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Hver agent kr\u00e6ver forskellige data, fra forskellige kilder, med forskellig kontekst.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Eksempler:<\/p>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li>Vedligeholdsagenten har brug for servicehistorik fra <a href=\"https:\/\/www.novotek.com\/dk\/digitalisering\/vedligeholdelsessystem\/idus\/cmms\/\" id=\"6520\"><strong>CMMS<\/strong><\/a> kombineret med realtids vibrationsdata fra OPC\u2011serveren.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Kvalitetsagenten har brug for batchdata fra MES kombineret med inspektionsresultater.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>Supply chain\u2011agenten har brug for ordredetaljer fra ERP koblet med produktionshastigheder.<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Gange det op med alle arbejdsstationer, alle linjer og alle sites i en virksomhed \u2014 volumen bliver hurtigt enorm.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Den traditionelle ISA\u201195 metode, hvor data bev\u00e6ger sig lag for lag, er aldrig designet til dette. Agentisk AI har i stedet brug for en <strong>hub\u2011and\u2011spoke model<\/strong>, der kan forbinde til alle systemer og levere kuraterede data til alle forbrugere.<\/p>\n<\/div>\n\n<div class=\"container-md columns  \">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div class=\"container-md column  \">\n<div class=\"wp-block-column is-vertically-aligned-top has-novotek-white-color has-novotek-blue-background-color has-text-color has-background has-link-color wp-elements-4bca3cf4ec819aa4d2bb9bd46bbb7b47 is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md spacer  \">\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\"><strong>Hvad er ISA-95?<\/strong><br><strong>ISA\u201195<\/strong> er en traditionel standard for, hvordan data bev\u00e6ger sig i en produktionsvirksomhed.<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\">Grundtanken er, at data flyttes <strong>lag for lag<\/strong> mellem systemer \u2014 typisk struktureret s\u00e5dan:<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><strong>Niveau 0\u20131:<\/strong> Maskiner, sensorer og PLC\u2019er<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Niveau 2:<\/strong> SCADA og HMI<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Niveau 3:<\/strong> MES<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Niveau 4:<\/strong> ERP<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md columns  \">\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div class=\"container-md column  \">\n<div class=\"wp-block-column has-novotek-white-color has-novotek-blue-background-color has-text-color has-background has-link-color wp-elements-a8c59ecb2e2c1d508d708a687482cbaf is-layout-flow wp-block-column-is-layout-flow\"><div class=\"container-md spacer  \">\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\"><strong>Hvad er en hub-and-spoke model\/tilgang?<\/strong><\/p>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\">En hub\u2011and\u2011spoke datainfrastruktur fungerer \u201chubben\u201d som et centralt knudepunkt, der:<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li>forbinder til alle datakilder (PLC, SCADA, MES, ERP, sensorer osv.)<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>samler, renser og kontekstualiserer data \u00e9t sted<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>leverer \u201cf\u00e6rdige dataprodukter\u201d ud til alle forbrugere (AI\u2011agenter, dashboards, apps, cloud osv.)<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  aligncenter\">\n<p class=\"has-text-align-center\">\u201cSpokes\u201d er de systemer eller agenter, der f\u00e5r data direkte fra hubben \u2014 ikke via andre lag.<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Kontekst problemet bliver kun sv\u00e6rere<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Hvis volumen er udfordrende, er kontekst endnu mere komplekst. En r\u00e5 PLC\u2011tag betyder intet for en AI\u2011agent. Hver agent kr\u00e6ver en kontekstpakke, der afh\u00e6nger af dens m\u00e5l.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><strong>Eksempler:<\/strong><\/p>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li>En vedligeholdsagent, der analyserer en pumpe, har brug for trykdata, servicehistorik, leverand\u00f8roplysninger og batchkontekst \u2014 fra OPC\u2011serveren, MES, CMMS og m\u00e5ske ERP.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li>En kvalitetsagent til samme pumpe har brug for en helt anden pakke: batch\u2011ID, produktspecifikationer, regulatoriske gr\u00e6nser og alarmhistorik.<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Det er her mange AI\u2011initiativer g\u00e5r i st\u00e5. If\u00f8lge en IDC\u2011rapport er <strong>56,6%<\/strong> af industrivirksomheder i gang med eller planl\u00e6gger at bruge AI\u2011agenter. Deres succes afh\u00e6nger af en datastrategi, der underst\u00f8tter kontekstualisering p\u00e5 tv\u00e6rs af OT\u2011 og IT\u2011systemer.<\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">MCP: En ny protokol til en ny type konsument<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Her kommer <strong>Model Context Protocol (MCP)<\/strong> ind i billedet. MCP er en \u00e5ben protokol designet til LLM\u2011baserede agenter \u2014 en fundamentalt anden type datakonsument end dem, OPC UA, MQTT eller REST API\u2019er blev bygget til.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>MCP <strong>erstatter ikke<\/strong> eksisterende protokoller. OPC UA, SQL og MQTT forts\u00e6tter med at g\u00f8re deres arbejde. MCP <strong>samler og kontekstualiserer<\/strong> data fra disse kilder og eksponerer dem for agenter.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><span style=\"text-decoration: underline\">Der er dog en vigtig praktisk begr\u00e6nsning:<\/span><br>Agenter fungerer bedst, n\u00e5r de har <strong>5\u201310 MCP\u2011v\u00e6rkt\u00f8jer<\/strong>, ikke hundreder. For mange v\u00e6rkt\u00f8jer f\u00f8rer til fejl, forkerte valg og hallucinationer.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Det betyder, at der skal planl\u00e6gges en ekstra styringsmodel, hvor agenter f\u00e5r tildelt specifikke opgaver og begr\u00e6nsede v\u00e6rkt\u00f8jer, men antallet af agenter vil stige eksplosivt.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p class=\"has-novotek-white-color has-novotek-red-background-color has-text-color has-background has-link-color wp-elements-f0dc0eff1760a17e59c649cfe1ecc1fc\">L\u00e6s mere: <a href=\"https:\/\/www.novotek.com\/dk\/insight\/hvad-er-model-context-protocol-mcp\/\" id=\"11061\"><strong>Hvad er Model Context Protocol (MCP)?<\/strong><\/a><\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">AI og DataOps giver muligheder<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Hvordan l\u00f8ser man s\u00e5 100x\u2011problemet?<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Den gensidige relation mellem <strong>AI og DataOps<\/strong> er svaret:<\/p>\n<\/div>\n\n<div class=\"container-md list  \">\n<ul class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><strong>DataOps for AI<\/strong> giver det fundament, agenter har brug for: kuraterede, kontekstualiserede og styrede data via kontrollerede pipelines.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>AI for DataOps<\/strong> accelererer ops\u00e6tning og administration af DataOps ved at bruge AI til konfiguration og styring.<\/li>\n<\/div><\/ul>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Denne dobbelte effekt betyder, at investeringer i det ene omr\u00e5de forst\u00e6rker v\u00e6rdien i det andet.<\/p>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Hvis du unders\u00f8ger <a href=\"https:\/\/www.novotek.com\/dk\/digitalisering\/dataops\/\" id=\"1349\"><strong>DataOps<\/strong><\/a> i \u00e5r, b\u00f8r du fokusere p\u00e5 l\u00f8sninger, der er designet specifikt til industridata. HighByte Intelligence Hub er netop s\u00e5dan en l\u00f8sning, med st\u00e6rk st\u00f8tte for MCP\u2011tjenester. Du kan pr\u00f8ve den gratis i dag.<\/p>\n<\/div>\n\n<div class=\"container-md image  alignwide\">\n<figure class=\"wp-block-image alignwide size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/MCP-Services-Horizontal-1920-1-1024x576.png\" alt=\"HighByte MCP Services AI Agents\" class=\"wp-image-13305\" srcset=\"https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/MCP-Services-Horizontal-1920-1-1024x576.png 1024w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/MCP-Services-Horizontal-1920-1-300x169.png 300w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/MCP-Services-Horizontal-1920-1-768x432.png 768w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/MCP-Services-Horizontal-1920-1-1536x864.png 1536w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/MCP-Services-Horizontal-1920-1-86x48.png 86w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/MCP-Services-Horizontal-1920-1-306x172.png 306w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/MCP-Services-Horizontal-1920-1-636x358.png 636w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/MCP-Services-Horizontal-1920-1-1632x918.png 1632w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/MCP-Services-Horizontal-1920-1.png 1920w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><a href=\"https:\/\/www.highbyte.com\/download-software\" id=\"https:\/\/www.highbyte.com\/download-software\"><strong>Klik her for at pr\u00f8ve HighByte Intelligence Hub gratis.<\/strong><\/a><\/p>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Opsummering<\/h2>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>Hvis din organisation evaluerer AI til produktion, skal datainfrastruktur\u2011samtalen ske <strong>nu<\/strong>. Hold disse tre punkter i mente:<\/p>\n<\/div>\n\n<div class=\"container-md list  \">\n<ol class=\"wp-block-list\"><div class=\"container-md list-item  \">\n<li><strong>Behandl data som et f\u00f8rsteklasses aktiv<\/strong> \u2013 invest\u00e9r i datastrategi, byg standardiserede dataprodukter og indf\u00f8r governance, der er uafh\u00e6ngig af applikationer og agenter.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Adopt\u00e9r en hub\u2011and\u2011spoke arkitektur<\/strong> \u2013 forbind til de n\u00f8dvendige systemer og lever data i kontekst direkte til forbrugerne. Kontekstualis\u00e9r ved Edge for lavere latenstid, lavere cloudomkostninger og h\u00f8jere datakvalitet.<\/li>\n<\/div>\n\n<div class=\"container-md list-item  \">\n<li><strong>Planl\u00e6g for MCP<\/strong> \u2013 defin\u00e9r datatilgang, v\u00e6rkt\u00f8jsstyring og et data control plane fra dag \u00e9t.<\/li>\n<\/div><\/ol>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p>100x\u2011eksplosionen i datakonsumenter er allerede begyndt. De organisationer, der investerer i datainfrastruktur nu, bliver frontl\u00f8berne. Dem, der venter, vil f\u00e5 sv\u00e6rt ved at skalere AI ud over de f\u00f8rste pilots.<\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:25px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md heading  \">\n<h2 class=\"wp-block-heading\">Vil du vide med om HighByte Intelligence Hub?<\/h2>\n<\/div>\n\n<div class=\"container-md columns  alignwide\">\n<div class=\"wp-block-columns alignwide is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\"><div class=\"container-md column  \">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:60%\"><div class=\"container-md form  \"><script type=\"text\/javascript\">\n\/* <![CDATA[ *\/\nvar 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width=\"1024\" height=\"1024\" src=\"https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/Novotek-135-2-1024x1024.png\" alt=\"\" class=\"wp-image-12141\" srcset=\"https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/Novotek-135-2-1024x1024.png 1024w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/Novotek-135-2-300x300.png 300w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/Novotek-135-2-150x150.png 150w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/Novotek-135-2-768x768.png 768w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/Novotek-135-2-1536x1536.png 1536w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/Novotek-135-2-86x86.png 86w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/Novotek-135-2-306x306.png 306w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/Novotek-135-2-636x636.png 636w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/Novotek-135-2-1632x1632.png 1632w, https:\/\/www.novotek.com\/dk\/wp-content\/uploads\/sites\/4\/Novotek-135-2.png 2048w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><\/figure>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><strong><a href=\"tel:23293717\">+45 23 29 37 17<\/a><\/strong><\/p>\n<\/div>\n\n<div class=\"container-md spacer  \">\n<div style=\"height:10px\" aria-hidden=\"true\" class=\"wp-block-spacer\"><\/div>\n<\/div>\n\n<div class=\"container-md paragraph  \">\n<p><strong><a href=\"mailto:anders.sorensen@novotek.com\">anders.sorensen@novotek.com<\/a><\/strong><\/p>\n<\/div><\/div>\n<\/div><\/div>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Med fremkomsten af agentisk AI forventer John en 100x stigning i edge\u2011baserede datakonsumenter. Tusindvis af autonome AI\u2011agenter vil blive implementeret, hver med behov for specifikke, kontekstualiserede data leveret i realtid.<\/p>\n","protected":false},"featured_media":0,"template":"","insight_category":[30],"class_list":["post-13301","insights","type-insights","status-publish","hentry","insight_category-artikel"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>100x\u2011problemet: AI agenter redefinerer jeres datainfrastruktur<\/title>\n<meta name=\"description\" content=\"Med fremkomsten af agentisk AI forventes der en 100x stigning i edge\u2011baserede datakonsumenter. 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